jkulhanek's picture
Add kplanes phototourism
27013b8
raw
history blame contribute delete
No virus
5.53 kB
{
"render_datetime": "2024-07-06T08:52:07",
"render_version": "1.0.1.dev4+g495c4ea.d20240701",
"render_dataset_metadata": {
"name": "phototourism",
"color_space": "srgb",
"evaluation_protocol": "nerfw",
"viewer_transform": [
[
0.138739,
-0.00792,
0.009899,
0.013679
],
[
-0.00792,
0.030786,
0.135642,
0.063429
],
[
-0.009899,
-0.135642,
0.030208,
-0.013056
]
],
"viewer_initial_pose": [
[
0.998158,
-0.04821,
0.036822,
0.08261
],
[
-0.030823,
0.11974,
0.992327,
0.333055
],
[
-0.052249,
-0.991634,
0.118034,
-0.069931
]
],
"scene": "sacre-coeur",
"expected_scene_scale": 6.843024,
"type": null
},
"nb_info": {
"method": "kplanes",
"nb_version": "1.0.1.dev4+g495c4ea.d20240701",
"num_iterations": 30001,
"total_train_time": 1465.65913,
"resources_utilization": {
"memory": 228166,
"gpu_name": "NVIDIA A100-SXM4-40GB",
"gpu_memory": 3706
},
"datetime": "2024-07-06T08:52:06",
"config_overrides": {
"config": "Phototourism/sacrecoeur_hybrid.py"
},
"dataset_metadata": {
"name": "phototourism",
"color_space": "srgb",
"evaluation_protocol": "nerfw",
"viewer_transform": [
[
0.138739,
-0.00792,
0.009899,
0.013679
],
[
-0.00792,
0.030786,
0.135642,
0.063429
],
[
-0.009899,
-0.135642,
0.030208,
-0.013056
]
],
"viewer_initial_pose": [
[
0.998158,
-0.04821,
0.036822,
0.08261
],
[
-0.030823,
0.11974,
0.992327,
0.333055
],
[
-0.052249,
-0.991634,
0.118034,
-0.069931
]
],
"scene": "sacre-coeur",
"expected_scene_scale": 6.843024,
"type": null
},
"evaluation_protocol": "nerfw",
"hparams": {
"data_downsample": 1,
"data_dirs": [
"data/phototourism/sacre_coeur"
],
"contract": true,
"ndc": false,
"scene_bbox": [
[
-2.0,
-2.0,
-2.0
],
[
2.0,
2.0,
2.0
]
],
"global_scale": [
10,
6,
4
],
"global_translation": [
0,
-0.3,
-1.2
],
"num_steps": 30001,
"batch_size": 4096,
"optim_type": "adam",
"scheduler_type": "warmup_cosine",
"lr": 0.01,
"app_optim_lr": 0.1,
"app_optim_n_epochs": 10,
"plane_tv_weight": 0.0002,
"plane_tv_weight_proposal_net": 0.0002,
"distortion_loss_weight": 0.0,
"histogram_loss_weight": 1.0,
"save_outputs": true,
"train_fp16": true,
"single_jitter": false,
"num_samples": 48,
"num_proposal_samples": [
256,
128
],
"num_proposal_iterations": 2,
"use_same_proposal_network": false,
"use_proposal_weight_anneal": true,
"proposal_net_args_list": [
{
"num_input_coords": 3,
"num_output_coords": 8,
"resolution": [
128,
128,
128
]
},
{
"num_input_coords": 3,
"num_output_coords": 8,
"resolution": [
256,
256,
256
]
}
],
"multiscale_res": [
1,
2,
4,
8
],
"density_activation": "trunc_exp",
"concat_features_across_scales": true,
"linear_decoder": false,
"appearance_embedding_dim": 32,
"grid_config": [
{
"grid_dimensions": 2,
"input_coordinate_dim": 3,
"output_coordinate_dim": 32,
"resolution": [
64,
64,
64
]
}
]
},
"checkpoint_sha256": "c522c368fab9d641cfc211d8127d01d707eda6e045d44ea293abaf3da310ac2d"
},
"evaluate_datetime": "2024-07-06T08:54:44",
"evaluate_version": "1.0.1.dev4+g495c4ea.d20240701",
"metrics": {
"psnr": 19.96254,
"ssim": 0.76198,
"mae": 0.08022,
"mse": 0.01508,
"lpips": 0.29891
},
"metrics_raw": {
"psnr": "sR5fQXZ6k0GP7n1BuhCXQTVig0EC8ZRB7QdhQYZ+sUHUZK9BbTTcQUo3zkFkmYZBfOyMQX9loUGg7KRBbce2QZ2lrkENiKxBX53WQd6lwUEE2VBB",
"ssim": "8LRAP/4CST/fjC0/XgRJPzWTKD9AEUA/XnBBP5X0RT/aEkU/QAhgP88CTT8T8U0/cx41P+cUUz8ZVio/CkJNPyttRz/EXF0/Q1tSP4vCQz+yWBU/",
"mae": "GW3sPbfCxj21Fu49xVasPX3RtD3rL7Y9QfQTPiReaj0Y/HY9v2D+PKJ2HT0HQ9o9VkfOPWm1nT3VdYg9imIrPWtHcj2c+Ys9CxENPV7IPz2qXCU+",
"mse": "qCQlPVruajx9/dM89OJTPL2tujxLPmE8yKkgPXUMxjsEZNI7e7bnOu1KLTs7Lao8vNqNPKNiHTxhMA48ZRqqO3f21jtKdeQ7mRQIO0nReDsQzEo9",
"lpips": "LqyVPoRRjT4AtsI+KnalPkonnj6zmpI+oF+xPqZ5kz7q3qI+dys1PnP9ij7PeZE+lMuuPt5FRD4AqPs+2BtkPikEnT69lEY+3jhbPgTYlz4sx+4+"
},
"metrics_sha256": "97f8a00c9358bbea2ac005481edd8b22d41b1128923155636be54349f36b7884",
"predictions_sha256": "f3c90d249e645ba1802b1f7d21fe837d726e5bf8c354fd88a3b7fdfdff14093f",
"ground_truth_sha256": "bd396a7e37f3b3dc7fae29ffdf9555f70cad1881a6dc8d60b509e63d69cc8cac",
"evaluation_protocol": "nerfw"
}